Nonlinear Time Series Modelling: Monitoring a Drilling Process

Autor:	Amor Messaoud, Franz Hering, Claus Weihs
Rok vydání:	2006
Předmět:	Nonlinear system Series (mathematics) Autoregressive model Computer science Process (computing) Control engineering Control chart Limit (mathematics) Fixed point Exponential function
Zdroj:	From Data and Information Analysis to Knowledge Engineering ISBN: 3540313133 GfKl
DOI:	10.1007/3-540-31314-1_36
Popis:	Exponential autoregressive (ExpAr) time series models are able to reveal certain types of nonlinear dynamics such as fixed points and limit cycles. In this work, these models are used to model a drilling process. This modelling approach provides an on-line monitoring strategy, using control charts, of the process in order to detect dynamic disturbances and to secure production with high quality.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::5b2a7ca48c565300f83dfd73fc900dff https://doi.org/10.1007/3-540-31314-1_36 Zobrazit plný text záznamu